Literature DB >> 23487758

Identification of genetic variants influencing the human plasma proteome.

Åsa Johansson1, Stefan Enroth, Magnus Palmblad, André M Deelder, Jonas Bergquist, Ulf Gyllensten.   

Abstract

Genetic variants influencing the transcriptome have been extensively studied. However, the impact of the genetic factors on the human proteome is largely unexplored, mainly due to lack of suitable high-throughput methods. Here we present unique and comprehensive identification of genetic variants affecting the human plasma protein profile by combining high-throughput and high-resolution mass spectrometry (MS) with genome-wide SNP data. We identified and quantified the abundance of 1,056 tryptic-digested peptides, representing 163 proteins in the plasma of 1,060 individuals from two population-based cohorts. The abundance level of almost one-fifth (19%) of the peptides was found to be heritable, with heritability ranging from 0.08 to 0.43. The levels of 60 peptides from 25 proteins, 15% of the proteins studied, were influenced by cis-acting SNPs. We identified and replicated individual cis-acting SNPs (combined P value ranging from 3.1 × 10(-52) to 2.9 × 10(-12)) influencing 11 peptides from 5 individual proteins. These SNPs represent both regulatory SNPs and nonsynonymous changes defining well-studied disease alleles such as the ε4 allele of apolipoprotein E (APOE), which has been shown to increase risk of Alzheimer's disease. Our results show that high-throughput mass spectrometry represents a promising method for large-scale characterization of the human proteome, allowing for both quantification and sequencing of individual proteins. Abundance and peptide composition of a protein plays an important role in the etiology, diagnosis, and treatment of a number of diseases. A better understanding of the genetic impact on the plasma proteome is therefore important for evaluating potential biomarkers and therapeutic agents for common diseases.

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Year:  2013        PMID: 23487758      PMCID: PMC3606982          DOI: 10.1073/pnas.1217238110

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  33 in total

1.  Identification of cis-regulatory variation influencing protein abundance levels in human plasma.

Authors:  Anbarasu Lourdusamy; Stephan Newhouse; Katie Lunnon; Petra Proitsi; John Powell; Angela Hodges; Sally K Nelson; Alex Stewart; Stephen Williams; Iwona Kloszewska; Patrizia Mecocci; Hilkka Soininen; Magda Tsolaki; Bruno Vellas; Simon Lovestone; Richard Dobson
Journal:  Hum Mol Genet       Date:  2012-05-16       Impact factor: 6.150

2.  GenABEL: an R library for genome-wide association analysis.

Authors:  Yurii S Aulchenko; Stephan Ripke; Aaron Isaacs; Cornelia M van Duijn
Journal:  Bioinformatics       Date:  2007-03-23       Impact factor: 6.937

3.  A genome-wide association study of global gene expression.

Authors:  Anna L Dixon; Liming Liang; Miriam F Moffatt; Wei Chen; Simon Heath; Kenny C C Wong; Jenny Taylor; Edward Burnett; Ivo Gut; Martin Farrall; G Mark Lathrop; Gonçalo R Abecasis; William O C Cookson
Journal:  Nat Genet       Date:  2007-09-16       Impact factor: 38.330

Review 4.  Haptoglobin: a review of the major allele frequencies worldwide and their association with diseases.

Authors:  Kymberley Carter; Mark Worwood
Journal:  Int J Lab Hematol       Date:  2007-04       Impact factor: 2.877

5.  A genome-wide association study of metabolic traits in human urine.

Authors:  Karsten Suhre; Henri Wallaschofski; Johannes Raffler; Nele Friedrich; Robin Haring; Kathrin Michael; Christina Wasner; Alexander Krebs; Florian Kronenberg; David Chang; Christa Meisinger; H-Erich Wichmann; Wolfgang Hoffmann; Henry Völzke; Uwe Völker; Alexander Teumer; Reiner Biffar; Thomas Kocher; Stephan B Felix; Thomas Illig; Heyo K Kroemer; Christian Gieger; Werner Römisch-Margl; Matthias Nauck
Journal:  Nat Genet       Date:  2011-05-15       Impact factor: 38.330

6.  Genetics and beyond--the transcriptome of human monocytes and disease susceptibility.

Authors:  Tanja Zeller; Philipp Wild; Silke Szymczak; Maxime Rotival; Arne Schillert; Raphaele Castagne; Seraya Maouche; Marine Germain; Karl Lackner; Heidi Rossmann; Medea Eleftheriadis; Christoph R Sinning; Renate B Schnabel; Edith Lubos; Detlev Mennerich; Werner Rust; Claire Perret; Carole Proust; Viviane Nicaud; Joseph Loscalzo; Norbert Hübner; David Tregouet; Thomas Münzel; Andreas Ziegler; Laurence Tiret; Stefan Blankenberg; François Cambien
Journal:  PLoS One       Date:  2010-05-18       Impact factor: 3.240

Review 7.  Peptide mapping of proteins in human body fluids using electrospray ionization Fourier transform ion cyclotron resonance mass spectrometry.

Authors:  Jonas Bergquist; Magnus Palmblad; Magnus Wetterhall; Per Håkansson; Karin E Markides
Journal:  Mass Spectrom Rev       Date:  2002 Jan-Feb       Impact factor: 10.946

8.  Hundreds of variants clustered in genomic loci and biological pathways affect human height.

Authors:  Hana Lango Allen; Karol Estrada; Guillaume Lettre; Sonja I Berndt; Michael N Weedon; Fernando Rivadeneira; Cristen J Willer; Anne U Jackson; Sailaja Vedantam; Soumya Raychaudhuri; Teresa Ferreira; Andrew R Wood; Robert J Weyant; Ayellet V Segrè; Elizabeth K Speliotes; Eleanor Wheeler; Nicole Soranzo; Ju-Hyun Park; Jian Yang; Daniel Gudbjartsson; Nancy L Heard-Costa; Joshua C Randall; Lu Qi; Albert Vernon Smith; Reedik Mägi; Tomi Pastinen; Liming Liang; Iris M Heid; Jian'an Luan; Gudmar Thorleifsson; Thomas W Winkler; Michael E Goddard; Ken Sin Lo; Cameron Palmer; Tsegaselassie Workalemahu; Yurii S Aulchenko; Asa Johansson; M Carola Zillikens; Mary F Feitosa; Tõnu Esko; Toby Johnson; Shamika Ketkar; Peter Kraft; Massimo Mangino; Inga Prokopenko; Devin Absher; Eva Albrecht; Florian Ernst; Nicole L Glazer; Caroline Hayward; Jouke-Jan Hottenga; Kevin B Jacobs; Joshua W Knowles; Zoltán Kutalik; Keri L Monda; Ozren Polasek; Michael Preuss; Nigel W Rayner; Neil R Robertson; Valgerdur Steinthorsdottir; Jonathan P Tyrer; Benjamin F Voight; Fredrik Wiklund; Jianfeng Xu; Jing Hua Zhao; Dale R Nyholt; Niina Pellikka; Markus Perola; John R B Perry; Ida Surakka; Mari-Liis Tammesoo; Elizabeth L Altmaier; Najaf Amin; Thor Aspelund; Tushar Bhangale; Gabrielle Boucher; Daniel I Chasman; Constance Chen; Lachlan Coin; Matthew N Cooper; Anna L Dixon; Quince Gibson; Elin Grundberg; Ke Hao; M Juhani Junttila; Lee M Kaplan; Johannes Kettunen; Inke R König; Tony Kwan; Robert W Lawrence; Douglas F Levinson; Mattias Lorentzon; Barbara McKnight; Andrew P Morris; Martina Müller; Julius Suh Ngwa; Shaun Purcell; Suzanne Rafelt; Rany M Salem; Erika Salvi; Serena Sanna; Jianxin Shi; Ulla Sovio; John R Thompson; Michael C Turchin; Liesbeth Vandenput; Dominique J Verlaan; Veronique Vitart; Charles C White; Andreas Ziegler; Peter Almgren; Anthony J Balmforth; Harry Campbell; Lorena Citterio; Alessandro De Grandi; Anna Dominiczak; Jubao Duan; Paul Elliott; Roberto Elosua; Johan G Eriksson; Nelson B Freimer; Eco J C Geus; Nicola Glorioso; Shen Haiqing; Anna-Liisa Hartikainen; Aki S Havulinna; Andrew A Hicks; Jennie Hui; Wilmar Igl; Thomas Illig; Antti Jula; Eero Kajantie; Tuomas O Kilpeläinen; Markku Koiranen; Ivana Kolcic; Seppo Koskinen; Peter Kovacs; Jaana Laitinen; Jianjun Liu; Marja-Liisa Lokki; Ana Marusic; Andrea Maschio; Thomas Meitinger; Antonella Mulas; Guillaume Paré; Alex N Parker; John F Peden; Astrid Petersmann; Irene Pichler; Kirsi H Pietiläinen; Anneli Pouta; Martin Ridderstråle; Jerome I Rotter; Jennifer G Sambrook; Alan R Sanders; Carsten Oliver Schmidt; Juha Sinisalo; Jan H Smit; Heather M Stringham; G Bragi Walters; Elisabeth Widen; Sarah H Wild; Gonneke Willemsen; Laura Zagato; Lina Zgaga; Paavo Zitting; Helene Alavere; Martin Farrall; Wendy L McArdle; Mari Nelis; Marjolein J Peters; Samuli Ripatti; Joyce B J van Meurs; Katja K Aben; Kristin G Ardlie; Jacques S Beckmann; John P Beilby; Richard N Bergman; Sven Bergmann; Francis S Collins; Daniele Cusi; Martin den Heijer; Gudny Eiriksdottir; Pablo V Gejman; Alistair S Hall; Anders Hamsten; Heikki V Huikuri; Carlos Iribarren; Mika Kähönen; Jaakko Kaprio; Sekar Kathiresan; Lambertus Kiemeney; Thomas Kocher; Lenore J Launer; Terho Lehtimäki; Olle Melander; Tom H Mosley; Arthur W Musk; Markku S Nieminen; Christopher J O'Donnell; Claes Ohlsson; Ben Oostra; Lyle J Palmer; Olli Raitakari; Paul M Ridker; John D Rioux; Aila Rissanen; Carlo Rivolta; Heribert Schunkert; Alan R Shuldiner; David S Siscovick; Michael Stumvoll; Anke Tönjes; Jaakko Tuomilehto; Gert-Jan van Ommen; Jorma Viikari; Andrew C Heath; Nicholas G Martin; Grant W Montgomery; Michael A Province; Manfred Kayser; Alice M Arnold; Larry D Atwood; Eric Boerwinkle; Stephen J Chanock; Panos Deloukas; Christian Gieger; Henrik Grönberg; Per Hall; Andrew T Hattersley; Christian Hengstenberg; Wolfgang Hoffman; G Mark Lathrop; Veikko Salomaa; Stefan Schreiber; Manuela Uda; Dawn Waterworth; Alan F Wright; Themistocles L Assimes; Inês Barroso; Albert Hofman; Karen L Mohlke; Dorret I Boomsma; Mark J Caulfield; L Adrienne Cupples; Jeanette Erdmann; Caroline S Fox; Vilmundur Gudnason; Ulf Gyllensten; Tamara B Harris; Richard B Hayes; Marjo-Riitta Jarvelin; Vincent Mooser; Patricia B Munroe; Willem H Ouwehand; Brenda W Penninx; Peter P Pramstaller; Thomas Quertermous; Igor Rudan; Nilesh J Samani; Timothy D Spector; Henry Völzke; Hugh Watkins; James F Wilson; Leif C Groop; Talin Haritunians; Frank B Hu; Robert C Kaplan; Andres Metspalu; Kari E North; David Schlessinger; Nicholas J Wareham; David J Hunter; Jeffrey R O'Connell; David P Strachan; H-Erich Wichmann; Ingrid B Borecki; Cornelia M van Duijn; Eric E Schadt; Unnur Thorsteinsdottir; Leena Peltonen; André G Uitterlinden; Peter M Visscher; Nilanjan Chatterjee; Ruth J F Loos; Michael Boehnke; Mark I McCarthy; Erik Ingelsson; Cecilia M Lindgren; Gonçalo R Abecasis; Kari Stefansson; Timothy M Frayling; Joel N Hirschhorn
Journal:  Nature       Date:  2010-09-29       Impact factor: 49.962

9.  Biological, clinical and population relevance of 95 loci for blood lipids.

Authors:  Tanya M Teslovich; Kiran Musunuru; Albert V Smith; Andrew C Edmondson; Ioannis M Stylianou; Masahiro Koseki; James P Pirruccello; Samuli Ripatti; Daniel I Chasman; Cristen J Willer; Christopher T Johansen; Sigrid W Fouchier; Aaron Isaacs; Gina M Peloso; Maja Barbalic; Sally L Ricketts; Joshua C Bis; Yurii S Aulchenko; Gudmar Thorleifsson; Mary F Feitosa; John Chambers; Marju Orho-Melander; Olle Melander; Toby Johnson; Xiaohui Li; Xiuqing Guo; Mingyao Li; Yoon Shin Cho; Min Jin Go; Young Jin Kim; Jong-Young Lee; Taesung Park; Kyunga Kim; Xueling Sim; Rick Twee-Hee Ong; Damien C Croteau-Chonka; Leslie A Lange; Joshua D Smith; Kijoung Song; Jing Hua Zhao; Xin Yuan; Jian'an Luan; Claudia Lamina; Andreas Ziegler; Weihua Zhang; Robert Y L Zee; Alan F Wright; Jacqueline C M Witteman; James F Wilson; Gonneke Willemsen; H-Erich Wichmann; John B Whitfield; Dawn M Waterworth; Nicholas J Wareham; Gérard Waeber; Peter Vollenweider; Benjamin F Voight; Veronique Vitart; Andre G Uitterlinden; Manuela Uda; Jaakko Tuomilehto; John R Thompson; Toshiko Tanaka; Ida Surakka; Heather M Stringham; Tim D Spector; Nicole Soranzo; Johannes H Smit; Juha Sinisalo; Kaisa Silander; Eric J G Sijbrands; Angelo Scuteri; James Scott; David Schlessinger; Serena Sanna; Veikko Salomaa; Juha Saharinen; Chiara Sabatti; Aimo Ruokonen; Igor Rudan; Lynda M Rose; Robert Roberts; Mark Rieder; Bruce M Psaty; Peter P Pramstaller; Irene Pichler; Markus Perola; Brenda W J H Penninx; Nancy L Pedersen; Cristian Pattaro; Alex N Parker; Guillaume Pare; Ben A Oostra; Christopher J O'Donnell; Markku S Nieminen; Deborah A Nickerson; Grant W Montgomery; Thomas Meitinger; Ruth McPherson; Mark I McCarthy; Wendy McArdle; David Masson; Nicholas G Martin; Fabio Marroni; Massimo Mangino; Patrik K E Magnusson; Gavin Lucas; Robert Luben; Ruth J F Loos; Marja-Liisa Lokki; Guillaume Lettre; Claudia Langenberg; Lenore J Launer; Edward G Lakatta; Reijo Laaksonen; Kirsten O Kyvik; Florian Kronenberg; Inke R König; Kay-Tee Khaw; Jaakko Kaprio; Lee M Kaplan; Asa Johansson; Marjo-Riitta Jarvelin; A Cecile J W Janssens; Erik Ingelsson; Wilmar Igl; G Kees Hovingh; Jouke-Jan Hottenga; Albert Hofman; Andrew A Hicks; Christian Hengstenberg; Iris M Heid; Caroline Hayward; Aki S Havulinna; Nicholas D Hastie; Tamara B Harris; Talin Haritunians; Alistair S Hall; Ulf Gyllensten; Candace Guiducci; Leif C Groop; Elena Gonzalez; Christian Gieger; Nelson B Freimer; Luigi Ferrucci; Jeanette Erdmann; Paul Elliott; Kenechi G Ejebe; Angela Döring; Anna F Dominiczak; Serkalem Demissie; Panagiotis Deloukas; Eco J C de Geus; Ulf de Faire; Gabriel Crawford; Francis S Collins; Yii-der I Chen; Mark J Caulfield; Harry Campbell; Noel P Burtt; Lori L Bonnycastle; Dorret I Boomsma; S Matthijs Boekholdt; Richard N Bergman; Inês Barroso; Stefania Bandinelli; Christie M Ballantyne; Themistocles L Assimes; Thomas Quertermous; David Altshuler; Mark Seielstad; Tien Y Wong; E-Shyong Tai; Alan B Feranil; Christopher W Kuzawa; Linda S Adair; Herman A Taylor; Ingrid B Borecki; Stacey B Gabriel; James G Wilson; Hilma Holm; Unnur Thorsteinsdottir; Vilmundur Gudnason; Ronald M Krauss; Karen L Mohlke; Jose M Ordovas; Patricia B Munroe; Jaspal S Kooner; Alan R Tall; Robert A Hegele; John J P Kastelein; Eric E Schadt; Jerome I Rotter; Eric Boerwinkle; David P Strachan; Vincent Mooser; Kari Stefansson; Muredach P Reilly; Nilesh J Samani; Heribert Schunkert; L Adrienne Cupples; Manjinder S Sandhu; Paul M Ridker; Daniel J Rader; Cornelia M van Duijn; Leena Peltonen; Gonçalo R Abecasis; Michael Boehnke; Sekar Kathiresan
Journal:  Nature       Date:  2010-08-05       Impact factor: 49.962

10.  A genome-wide association study identifies protein quantitative trait loci (pQTLs).

Authors:  David Melzer; John R B Perry; Dena Hernandez; Anna-Maria Corsi; Kara Stevens; Ian Rafferty; Fulvio Lauretani; Anna Murray; J Raphael Gibbs; Giuseppe Paolisso; Sajjad Rafiq; Javier Simon-Sanchez; Hana Lango; Sonja Scholz; Michael N Weedon; Sampath Arepalli; Neil Rice; Nicole Washecka; Alison Hurst; Angela Britton; William Henley; Joyce van de Leemput; Rongling Li; Anne B Newman; Greg Tranah; Tamara Harris; Vijay Panicker; Colin Dayan; Amanda Bennett; Mark I McCarthy; Aimo Ruokonen; Marjo-Riitta Jarvelin; Jack Guralnik; Stefania Bandinelli; Timothy M Frayling; Andrew Singleton; Luigi Ferrucci
Journal:  PLoS Genet       Date:  2008-05-09       Impact factor: 5.917

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  40 in total

1.  Identification of Common and Rare Genetic Variation Associated With Plasma Protein Levels Using Whole-Exome Sequencing and Mass Spectrometry.

Authors:  Terry Solomon; John D Lapek; Søren Beck Jensen; William W Greenwald; Kristian Hindberg; Hiroko Matsui; Nadezhda Latysheva; Sigrid K Braekken; David J Gonzalez; Kelly A Frazer; Erin N Smith; John-Bjarne Hansen
Journal:  Circ Genom Precis Med       Date:  2018-12

Review 2.  The role of regulatory variation in complex traits and disease.

Authors:  Frank W Albert; Leonid Kruglyak
Journal:  Nat Rev Genet       Date:  2015-02-24       Impact factor: 53.242

Review 3.  Genetics meets proteomics: perspectives for large population-based studies.

Authors:  Karsten Suhre; Mark I McCarthy; Jochen M Schwenk
Journal:  Nat Rev Genet       Date:  2020-08-28       Impact factor: 53.242

4.  Personalized medicine: from genotypes, molecular phenotypes and the quantified self, towards improved medicine.

Authors:  Joel T Dudley; Jennifer Listgarten; Oliver Stegle; Steven E Brenner; Leopold Parts
Journal:  Pac Symp Biocomput       Date:  2015

5.  Onco-proteogenomics: cancer proteomics joins forces with genomics.

Authors:  Javier A Alfaro; Ankit Sinha; Thomas Kislinger; Paul C Boutros
Journal:  Nat Methods       Date:  2014-11       Impact factor: 28.547

Review 6.  Impact of allele-specific peptides in proteome quantification.

Authors:  Linfeng Wu; Michael Snyder
Journal:  Proteomics Clin Appl       Date:  2015-03-20       Impact factor: 3.494

7.  Putting Humpty Dumpty Back Together Again: What Does Protein Quantification Mean in Bottom-Up Proteomics?

Authors:  Deanna L Plubell; Lukas Käll; Bobbie-Jo Webb-Robertson; Lisa M Bramer; Ashley Ives; Neil L Kelleher; Lloyd M Smith; Thomas J Montine; Christine C Wu; Michael J MacCoss
Journal:  J Proteome Res       Date:  2022-02-27       Impact factor: 4.466

Review 8.  Emerging Affinity-Based Proteomic Technologies for Large-Scale Plasma Profiling in Cardiovascular Disease.

Authors:  J Gustav Smith; Robert E Gerszten
Journal:  Circulation       Date:  2017-04-25       Impact factor: 29.690

9.  Personalized medicine: from genotypes and molecular phenotypes towards therapy- session introduction.

Authors:  Jennifer Listgarten; Oliver Stegle; Quaid Morris; Steven E Brenner; Leopold Parts
Journal:  Pac Symp Biocomput       Date:  2014

10.  The Promises of Quantitative Proteomics in Precision Medicine.

Authors:  Bhagwat Prasad; Marc Vrana; Aanchal Mehrotra; Katherine Johnson; Deepak Kumar Bhatt
Journal:  J Pharm Sci       Date:  2016-12-08       Impact factor: 3.534

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